I build AI agents and LLM integrations for companies that want to stop paying for human hours. Chatbots, smart assistants, RAG systems, and custom automations that cut operational costs and free your team from repetitive work.
Senior Data Scientist at CoverWallet (Aon), former Lead on Banco Santander projects, instructor at Ironhack. I work async, by objectives, in two-week sprints: you set the outcome, I deliver without endless meetings.
Selected work
ML, data engineering, and strategic implementations at scale
Designing and deploying LLM-based applications and ML systems to enhance decision-making and automation across complex insurance workflows.
Led end-to-end implementation of AI-driven Anti-Money Laundering detection platform across 4 international geographies for Banco Santander.
Full-stack portfolio and blog with admin panel, multi-language SSR, Supabase auth and content management, deployed on Docker.
Re-architected feature calculation pipelines to handle billions of transactions daily with advanced orchestration and distributed computing.
Built comprehensive market intelligence platform integrating competitor analysis, price tracking, and patent expiration monitoring for pharmaceutical industry.
Designed and deployed unsupervised machine learning models to detect money laundering, human trafficking, and terrorism financing patterns.
Developed methodologies to measure financed emissions and climate-related risks for financial institutions, contributing to ECB stress testing.
Developed automated data collection pipelines for market analysis using web scraping, PDF parsing, and data extraction tools.
Training future data scientists and AI engineers through intensive bootcamps and workshops covering Python, ML, deep learning, and applied generative AI.
Research thesis applying state-of-the-art generative models (diffusion models, normalizing flows, invertible neural networks) to simulate hadronic particle interactions in high-energy physics.
Peer-reviewed contributions and conference talks on the application of generative AI methods to particle physics and detector simulation.
Career
Building at the intersection of machine learning, data engineering, and real-world impact
CoverWallet (Aon)
Leveraging large-scale data analysis, LLM-based applications, and machine learning to enhance decision-making and automation in complex environments.
Freelance
Developing custom solutions for international clients, focusing on automation, predictive models, and Generative AI strategies.
Ironhack
Mentoring the next generation of Data Scientists, teaching Artificial Intelligence, Machine Learning, and Python.
ThetaRay
Led a cross-functional team of 10 professionals. Spearheaded the development of unsupervised ML models to detect financial crimes (AML) for global banks like Santander.
InsudPharma
Designed and implemented data-collection pipelines using Selenium and BeautifulSoup. Developed internal web applications for tracking KPIs and analyzing new business opportunities.
Management Solutions
Developed methodologies to measure financed emissions and climate-related risks. Validated models for IFRS9 and risk projections for the 2022 ECB climate stress test.